159
Views
0
CrossRef citations to date
0
Altmetric
Articles

Using machine learning to predict total organic content – case study: Canning Basin, Western Australia

References

  • Dellenbach, J., J. Espitalie, and F. Lebreton, 1983, Source rock logging: Transactions of the Eighth European Symposium, SPWLA, paper D.
  • Emelyanova, Irina & Pervukhina, Marina & Clennell, Michael & Dewhurst, David. (2016). Applications of standard and advanced statistical methods to TOC estimation in the McArthur and Georgina basins, Australia. The Leading Edge. 35. 51-57. 10.1190/tle35010051.1.
  • Passey, Q. R., K. Bohacs, W. L. Esch, R. Klimentidis, and S. Sinha, 2010, From oilprone source rock to gas-producing shale reservoir — Geologic and petrophysical characterization of unconventional shale gas reservoirs: International Oil and Gas Conference and Exhibition, SPE, http://dx.doi.org/10.2118/31350-MS.
  • Schmoker, J. W., 1979, Determination of organic content of Appalachian Devonian shales from gamma-ray logs: AAPG Bulletin, 63, no. 9, 1504–1537.
  • Tan, M., X. Song, X. Yang, and Q. Wu, 2015, Support-vectorregression machine technology for total organic carbon content prediction from wireline logs in organic shale: A comparative study: Journal of Natural Gas Science and Engineering, 26, 792–802, http://dx.doi.org/10.1016/j.jngse.2015.07.008.
  • Zhu, Y., A. Martinez, E. Liu, C. Harris, S. Xu, M. A. Payne, and M. Terrell, 2010, Understanding geophysical responses of shale gas plays: Shale Workshop, EAGE, http://dx.doi.org/10.3997/2214-4609.20145376.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.